Semiconductor Engineering

ResNet-50 Does Not Predict Inference Throughput For MegaPixel Neural Network Models

Customers are considering applications for AI inference and want to evaluate multiple inference accelerators. As we discussed last month, TOPS do NOT correlate with inference throughput and you should ...
GitHub

koya-kimura/ResNet-Tutorial

このリポジトリは、ResNet (Residual Network) の概念から、その数学的根拠、そしてPyTorchでの実践的な実装までを体系的に学ぶためのチュートリアルです。深層学習、特に画像認識に興味がある方 ...
marktechpost

Code Implementation of a Rapid Disaster Assessment Tool Using IBM’s Open-Source ResNet-50 Model

In this tutorial, we explore an innovative and practical application of IBM’s open-source ResNet-50 deep learning model, showcasing its capability to classify satellite imagery for disaster management ...
GitHub

ResNet-50 Image Classification

This project implements ResNet-50, a deep convolutional neural network with 50 layers that uses residual connections to enable training of very deep networks. The architecture includes identity ...